Machine Unlearning on CIFAR-100 class 73 (shark) 50% deletion
74.6Utility Accuracy (UA)FT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FTRTE=155.8 ± 0.82026.05 | 74.6 | 94.8 | 68.1 | 37 | 15.5 | |
| RLRTE=157.9 ± 0.82026.05 | 70.7 | 94 | 67.5 | 90.7 | 11.5 | |
| SalUnRTE=351.5 ± 1.72026.05 | 69.7 | 93.1 | 66.9 | 79.5 | 8.8 | |
| IURTE=27.2 ± 0.32026.05 | 69 | 87.2 | 63.2 | 62 | 10.9 | |
| AMUNRTE=173.5 ± 0.92026.05 | 67.9 | 94.3 | 72.8 | 47.1 | 10.7 | |
| GARTE=1.7 ± 0.02026.05 | 62.9 | 96.6 | 68.8 | 58.2 | 6.6 | |
| RetrainRTE=1581.3 ± 4.62026.05 | 54.9 | 99.8 | 71.8 | 70.4 | 0 | |
| LTDRTE=210.3 ± 0.72026.05 | 49.5 | 99.5 | 70.9 | 76.3 | 3.1 |